MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41901 |
agent-drugs
Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
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| 41902 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 41903 |
poldex
Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
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| 41904 |
flight-logger-mcp
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flight-logger-mcp MCP server by MEOK AI Labs
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| 41905 |
dependency-updater-ai-mcp MCP server by MEOK AI Labs
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| 41906 |
asdfas123
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| 41907 |
brave-search-mcp
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| 41908 |
meridian
Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
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| 41909 |
Oecd
Claim
OECD MCP — Organisation for Economic Co-operation and Development data
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| 41910 |
AIO Agents MCP
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GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
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| 41911 |
MySQL MCP Server
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Enables direct interaction with MySQL databases through SQL queries, table expl…
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| 41912 |
MCP server that provides access to Chinese stock market data using akshare-one
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| 41913 |
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
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| 41914 |
sqlite-mcp-server3
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| 41915 |
yapi-mcp
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A Model Context Protocol server for YApi that enables developers to search, vie…
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| 41916 |
Business Helper
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AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 41917 |
yahoo-mail-mcp-server
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Provides full email management for Yahoo Mail via IMAP, including listing, read…
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| 41918 |
forge-mcp-server
Claim
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
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| 41919 |
owasp-agentic-mcp
Claim
owasp-agentic-mcp MCP server by MEOK AI Labs
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| 41920 |
groupdocs-annotation-mcp
Claim
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
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| 41921 |
A GitHub-based implementation of the Model Context Protocol that enables LLMs t…
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| 41922 |
Cursor Agent Poisoning
Claim
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
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| 41923 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 41924 |
invinoveritas
Claim
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
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| 41925 |
ofw-mcp
Claim
OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and jou…
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| 41926 |
NCBI Entrez MCP Server
Claim
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
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| 41927 |
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
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| 41928 |
koko-call-mcp
Claim
Read-only MCP server for searching Japanese government procurement bid notices …
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| 41929 |
Zefix MCP
Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
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| 41930 |
MCPJungle
Claim
Self-hosted MCP Server registry for enterprise AI Agents
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| 41931 |
Enables searching and retrieving files from SharePoint and OneDrive within Micr…
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| 41932 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 41933 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
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| 41934 |
amiready-ai-2
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| 41935 |
EPANET MCP Server
Claim
MCP server for EPANET water-distribution network simulation and scenario analys…
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| 41936 |
MCP News Scraper
Claim
A Model Control Protocol server that provides news scraping capabilities for Kh…
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| 41937 |
its-over-9k
Claim
Persistent memory and agent lifecycle for Claude Code — because sessions should…
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| 41938 |
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
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| 41939 |
Graft
Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
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| 41940 |
Joke MCP Server
Claim
Enables developers to retrieve short jokes in multiple categories and languages…
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| 41941 |
GitHub Search API Server
Claim
Leverage the GitHub search API to enhance your applications with powerful searc…
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| 41942 |
Hive Credit Broker
Claim
Broker-only credit/lending discovery shim for AI agents
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| 41943 |
memtrace-public
Claim
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM…
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| 41944 |
Enables interaction with Twilio API services including messaging, voice, and St…
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| 41945 |
HeyGen MCP Server
Claim
Enables AI assistants to generate AI avatar videos, manage templates, and work …
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| 41946 |
ContextVM MCP Bridge
Claim
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
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| 41947 |
SQLite MCP Server
Claim
A zero-config MCP server that enables AI to access, analyze, and manage local S…
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| 41948 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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| 41949 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 41950 |
venv-mcp-server
Claim
An MCP server that manages Python virtual environments using uv, allowing LLMs …
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